SRE and Platform Engineer

Ritesh Sonawane

I build reliable Kubernetes, observability, CI/CD, and multi-cloud systems for production teams.

I have helped 10+ clients across AWS, GCP, and Azure scale infra across 17+ Kubernetes clusters, including GPU-enabled and air-gapped enterprise environments.

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Jul 6, 2026 · 11 min read

LLM Inference KPIs Every SRE Should Know

LLM inference metrics for SREs: TTFT, TPOT, KV cache, HBM bandwidth, and how they connect to real production behavior.

kubernetes inference llm

Jun 8, 2026 · 8 min read

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